Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 37521 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.0 MiB |
| Average record size in memory | 224.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 4 |
| Boolean | 1 |
name has a high cardinality: 36417 distinct values | High cardinality |
host_name has a high cardinality: 6878 distinct values | High cardinality |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with reviews_per_month and 1 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 3 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 2 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 2 other fields | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month and 1 other fields | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with number_of_reviews and 2 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 4 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 3 other fields | High correlation |
review_scores_location is highly correlated with review_scores_accuracy and 1 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
number_of_reviews is highly correlated with reviews_per_month | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 1 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with reviews_per_month and 1 other fields | High correlation |
accommodates is highly correlated with bedrooms and 1 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with number_of_reviews_ltm | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_value | High correlation |
review_scores_checkin is highly correlated with review_scores_communication | High correlation |
review_scores_communication is highly correlated with review_scores_checkin | High correlation |
review_scores_value is highly correlated with review_scores_accuracy | High correlation |
id is highly correlated with host_id | High correlation |
host_id is highly correlated with id | High correlation |
neighbourhood is highly correlated with latitude and 1 other fields | High correlation |
latitude is highly correlated with neighbourhood | High correlation |
longitude is highly correlated with neighbourhood | High correlation |
price is highly correlated with accommodates | High correlation |
number_of_reviews is highly correlated with reviews_per_month and 1 other fields | High correlation |
reviews_per_month is highly correlated with number_of_reviews and 2 other fields | High correlation |
availability_365 is highly correlated with availability_60 and 1 other fields | High correlation |
number_of_reviews_ltm is highly correlated with number_of_reviews and 2 other fields | High correlation |
accommodates is highly correlated with price and 2 other fields | High correlation |
bedrooms is highly correlated with accommodates and 1 other fields | High correlation |
beds is highly correlated with accommodates and 1 other fields | High correlation |
availability_60 is highly correlated with availability_365 and 1 other fields | High correlation |
number_of_reviews_l30d is highly correlated with reviews_per_month and 1 other fields | High correlation |
availability_90 is highly correlated with availability_365 and 1 other fields | High correlation |
review_scores_accuracy is highly correlated with review_scores_cleanliness and 4 other fields | High correlation |
review_scores_cleanliness is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_checkin is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_communication is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_location is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
review_scores_value is highly correlated with review_scores_accuracy and 4 other fields | High correlation |
number_of_reviews_ltm is highly skewed (γ1 = 47.0573508) | Skewed |
bedrooms is highly skewed (γ1 = 20.52309613) | Skewed |
beds is highly skewed (γ1 = 28.73226247) | Skewed |
name is uniformly distributed | Uniform |
id has unique values | Unique |
availability_365 has 17285 (46.1%) zeros | Zeros |
number_of_reviews_ltm has 19197 (51.2%) zeros | Zeros |
bedrooms has 7108 (18.9%) zeros | Zeros |
availability_60 has 19762 (52.7%) zeros | Zeros |
number_of_reviews_l30d has 28166 (75.1%) zeros | Zeros |
availability_90 has 18977 (50.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-01 16:53:24.142709 |
|---|---|
| Analysis finished | 2022-03-01 16:55:35.316415 |
| Duration | 2 minutes and 11.17 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 37521 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25630251.14 |
| Minimum | 5396 |
|---|---|
| Maximum | 53669791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 5396 |
|---|---|
| 5-th percentile | 1997684 |
| Q1 | 12153866 |
| median | 24773718 |
| Q3 | 38903973 |
| 95-th percentile | 51260686 |
| Maximum | 53669791 |
| Range | 53664395 |
| Interquartile range (IQR) | 26750107 |
Descriptive statistics
| Standard deviation | 15758082.89 |
|---|---|
| Coefficient of variation (CV) | 0.6148235851 |
| Kurtosis | -1.187175732 |
| Mean | 25630251.14 |
| Median Absolute Deviation (MAD) | 13360405 |
| Skewness | 0.1010031593 |
| Sum | 9.61672653 × 1011 |
| Variance | 2.483171764 × 1014 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5396 | 1 | < 0.1% |
| 34662732 | 1 | < 0.1% |
| 34643763 | 1 | < 0.1% |
| 34643876 | 1 | < 0.1% |
| 34644364 | 1 | < 0.1% |
| 34644741 | 1 | < 0.1% |
| 34645017 | 1 | < 0.1% |
| 34645689 | 1 | < 0.1% |
| 34646778 | 1 | < 0.1% |
| 34647123 | 1 | < 0.1% |
| Other values (37511) | 37511 |
| Value | Count | Frequency (%) |
| 5396 | 1 | |
| 7397 | 1 | |
| 7964 | 1 | |
| 9952 | 1 | |
| 10586 | 1 | |
| 10588 | 1 | |
| 10917 | 1 | |
| 11213 | 1 | |
| 11265 | 1 | |
| 11487 | 1 |
| Value | Count | Frequency (%) |
| 53669791 | 1 | |
| 53657965 | 1 | |
| 53640687 | 1 | |
| 53638244 | 1 | |
| 53617391 | 1 | |
| 53616668 | 1 | |
| 53600206 | 1 | |
| 53598941 | 1 | |
| 53590461 | 1 | |
| 53590336 | 1 |
| Distinct | 36417 |
|---|---|
| Distinct (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.3 KiB |
| RARE - Gorgeous Apartment in the Haut-Marais! | 17 |
|---|---|
| Gorgeous studio in the Haut-Marais | 14 |
| Studio | 12 |
| 12 | |
| Studio in the heart of Paris | 11 |
| Other values (36412) |
Length
| Max length | 255 |
|---|---|
| Median length | 38 |
| Mean length | 37.83332001 |
| Min length | 1 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 35740 ? |
|---|---|
| Unique (%) | 95.3% |
Sample
| 1st row | Explore the heart of old Paris |
|---|---|
| 2nd row | MARAIS - 2ROOMS APT - 2/4 PEOPLE |
| 3rd row | Large & sunny flat with balcony ! |
| 4th row | Paris petit coin douillet |
| 5th row | Studio 7 Montmartre |
Common Values
| Value | Count | Frequency (%) |
| RARE - Gorgeous Apartment in the Haut-Marais! | 17 | < 0.1% |
| Gorgeous studio in the Haut-Marais | 14 | < 0.1% |
| Studio | 12 | < 0.1% |
| 12 | < 0.1% | |
| Studio in the heart of Paris | 11 | < 0.1% |
| RARE - Gorgeous Studio close from NATION! | 10 | < 0.1% |
| Charmant studio au coeur de Paris | 10 | < 0.1% |
| Gorgeous Apartment in the Haut-Marais! | 10 | < 0.1% |
| Charmant appartement parisien | 9 | < 0.1% |
| Charming flat in the heart of Paris | 8 | < 0.1% |
| Other values (36407) | 37408 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 9940 | 4.2% | |
| paris | 9638 | 4.1% |
| in | 6900 | 2.9% |
| studio | 6615 | 2.8% |
| appartement | 5254 | 2.2% |
| de | 4804 | 2.0% |
| apartment | 4456 | 1.9% |
| the | 4104 | 1.7% |
| cosy | 3895 | 1.7% |
| flat | 3765 | 1.6% |
| Other values (10117) | 175502 |
Most occurring characters
| Value | Count | Frequency (%) |
| 81 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 81 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 81 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 81 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 81 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 81 |
| Distinct | 30309 |
|---|---|
| Distinct (%) | 80.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93512321.78 |
| Minimum | 2626 |
|---|---|
| Maximum | 434633507 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 2626 |
|---|---|
| 5-th percentile | 2381076 |
| Q1 | 12466456 |
| median | 37335976 |
| Q3 | 135922211 |
| 95-th percentile | 367949245 |
| Maximum | 434633507 |
| Range | 434630881 |
| Interquartile range (IQR) | 123455755 |
Descriptive statistics
| Standard deviation | 115953053.4 |
|---|---|
| Coefficient of variation (CV) | 1.239976199 |
| Kurtosis | 0.8936561972 |
| Mean | 93512321.78 |
| Median Absolute Deviation (MAD) | 31184561 |
| Skewness | 1.437951362 |
| Sum | 3.508675826 × 1012 |
| Variance | 1.344511059 × 1016 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 402191311 | 205 | 0.5% |
| 17037121 | 157 | 0.4% |
| 7642792 | 143 | 0.4% |
| 50978178 | 133 | 0.4% |
| 291007369 | 114 | 0.3% |
| 373582561 | 94 | 0.3% |
| 2667370 | 89 | 0.2% |
| 26981054 | 80 | 0.2% |
| 2107478 | 77 | 0.2% |
| 147018685 | 75 | 0.2% |
| Other values (30299) | 36354 |
| Value | Count | Frequency (%) |
| 2626 | 2 | |
| 6792 | 4 | |
| 7903 | 1 | < 0.1% |
| 9412 | 1 | < 0.1% |
| 15146 | 1 | < 0.1% |
| 18876 | 1 | < 0.1% |
| 19105 | 1 | < 0.1% |
| 20633 | 1 | < 0.1% |
| 22155 | 1 | < 0.1% |
| 23559 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 434633507 | 1 | |
| 434058263 | 1 | |
| 433988380 | 1 | |
| 433659123 | 1 | |
| 433258519 | 1 | |
| 433122144 | 1 | |
| 432917306 | 1 | |
| 432903280 | 1 | |
| 432843212 | 1 | |
| 432842567 | 1 |
| Distinct | 6878 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.3 KiB |
| Marie | 390 |
|---|---|
| Pierre | 367 |
| Antoine | 269 |
| Guillaume | 266 |
| Nicolas | 259 |
| Other values (6873) |
Length
| Max length | 30 |
|---|---|
| Median length | 6 |
| Mean length | 7.135923883 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4302 ? |
|---|---|
| Unique (%) | 11.5% |
Sample
| 1st row | Borzou |
|---|---|
| 2nd row | Franck |
| 3rd row | Anaïs |
| 4th row | Elisabeth |
| 5th row | Michael |
Common Values
| Value | Count | Frequency (%) |
| Marie | 390 | 1.0% |
| Pierre | 367 | 1.0% |
| Antoine | 269 | 0.7% |
| Guillaume | 266 | 0.7% |
| Nicolas | 259 | 0.7% |
| Sophie | 257 | 0.7% |
| Checkmyguest | 242 | 0.6% |
| Camille | 233 | 0.6% |
| Thomas | 229 | 0.6% |
| Anne | 226 | 0.6% |
| Other values (6868) | 34783 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| marie | 391 | 1.0% |
| pierre | 367 | 1.0% |
| checkmyguest | 344 | 0.9% |
| antoine | 269 | 0.7% |
| guillaume | 266 | 0.7% |
| nicolas | 259 | 0.7% |
| sophie | 257 | 0.7% |
| camille | 233 | 0.6% |
| thomas | 229 | 0.6% |
| anne | 226 | 0.6% |
| Other values (6842) | 34680 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.3 KiB |
| Buttes-Montmartre | |
|---|---|
| Popincourt | |
| Vaugirard | |
| Entrepôt | |
| Batignolles-Monceau | |
| Other values (15) |
Length
| Max length | 19 |
|---|---|
| Median length | 10 |
| Mean length | 10.50137256 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hôtel-de-Ville |
|---|---|
| 2nd row | Hôtel-de-Ville |
| 3rd row | Opéra |
| 4th row | Popincourt |
| 5th row | Buttes-Montmartre |
Common Values
| Value | Count | Frequency (%) |
| Buttes-Montmartre | 4053 | 10.8% |
| Popincourt | 3648 | 9.7% |
| Vaugirard | 2837 | 7.6% |
| Entrepôt | 2824 | 7.5% |
| Batignolles-Monceau | 2246 | 6.0% |
| Ménilmontant | 2108 | 5.6% |
| Buttes-Chaumont | 2102 | 5.6% |
| Opéra | 1946 | 5.2% |
| Temple | 1832 | 4.9% |
| Reuilly | 1622 | 4.3% |
| Other values (10) | 12303 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| buttes-montmartre | 4053 | 10.8% |
| popincourt | 3648 | 9.7% |
| vaugirard | 2837 | 7.6% |
| entrepôt | 2824 | 7.5% |
| batignolles-monceau | 2246 | 6.0% |
| ménilmontant | 2108 | 5.6% |
| buttes-chaumont | 2102 | 5.6% |
| opéra | 1946 | 5.2% |
| temple | 1832 | 4.9% |
| reuilly | 1622 | 4.3% |
| Other values (10) | 12303 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7985 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.86388311 |
| Minimum | 48.81258 |
|---|---|
| Maximum | 48.90486 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 48.81258 |
|---|---|
| 5-th percentile | 48.83222 |
| Q1 | 48.85071 |
| median | 48.86515 |
| Q3 | 48.87839 |
| 95-th percentile | 48.89153 |
| Maximum | 48.90486 |
| Range | 0.09228 |
| Interquartile range (IQR) | 0.02768 |
Descriptive statistics
| Standard deviation | 0.01817231131 |
|---|---|
| Coefficient of variation (CV) | 0.000371896586 |
| Kurtosis | -0.7594820155 |
| Mean | 48.86388311 |
| Median Absolute Deviation (MAD) | 0.01386 |
| Skewness | -0.2248378039 |
| Sum | 1833421.758 |
| Variance | 0.0003302328982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 48.85663 | 33 | 0.1% |
| 48.85358 | 29 | 0.1% |
| 48.8639 | 27 | 0.1% |
| 48.85889 | 21 | 0.1% |
| 48.87845 | 21 | 0.1% |
| 48.8793 | 21 | 0.1% |
| 48.86585 | 21 | 0.1% |
| 48.88369 | 20 | 0.1% |
| 48.86862 | 20 | 0.1% |
| 48.86389 | 19 | 0.1% |
| Other values (7975) | 37289 |
| Value | Count | Frequency (%) |
| 48.81258 | 1 | |
| 48.816 | 1 | |
| 48.81615 | 1 | |
| 48.81618 | 1 | |
| 48.81631 | 1 | |
| 48.81642 | 1 | |
| 48.81655 | 1 | |
| 48.81674 | 1 | |
| 48.81677 | 1 | |
| 48.8169 | 1 |
| Value | Count | Frequency (%) |
| 48.90486 | 1 | |
| 48.90411 | 1 | |
| 48.90389 | 1 | |
| 48.90233 | 1 | |
| 48.9017 | 1 | |
| 48.90159 | 1 | |
| 48.90158 | 1 | |
| 48.90139 | 1 | |
| 48.90123 | 1 | |
| 48.9012 | 1 |
| Distinct | 12729 |
|---|---|
| Distinct (%) | 33.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.34619686 |
| Minimum | 2.22929 |
|---|---|
| Maximum | 2.47203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 2.22929 |
|---|---|
| 5-th percentile | 2.28687 |
| Q1 | 2.32614 |
| median | 2.34901 |
| Q3 | 2.37045 |
| 95-th percentile | 2.39615 |
| Maximum | 2.47203 |
| Range | 0.24274 |
| Interquartile range (IQR) | 0.04431 |
Descriptive statistics
| Standard deviation | 0.03247899372 |
|---|---|
| Coefficient of variation (CV) | 0.01384325172 |
| Kurtosis | -0.335308882 |
| Mean | 2.34619686 |
| Median Absolute Deviation (MAD) | 0.02213 |
| Skewness | -0.3692791916 |
| Sum | 88031.6524 |
| Variance | 0.001054885033 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.28526 | 28 | 0.1% |
| 2.3368 | 22 | 0.1% |
| 2.34399 | 18 | < 0.1% |
| 2.33674 | 18 | < 0.1% |
| 2.34699 | 18 | < 0.1% |
| 2.37888 | 18 | < 0.1% |
| 2.358 | 18 | < 0.1% |
| 2.35672 | 18 | < 0.1% |
| 2.34655 | 17 | < 0.1% |
| 2.2846 | 17 | < 0.1% |
| Other values (12719) | 37329 |
| Value | Count | Frequency (%) |
| 2.22929 | 1 | |
| 2.23549 | 1 | |
| 2.23857 | 1 | |
| 2.24273 | 1 | |
| 2.247026885 | 1 | |
| 2.24804 | 1 | |
| 2.2507 | 1 | |
| 2.25162 | 1 | |
| 2.25173 | 1 | |
| 2.251815 | 1 |
| Value | Count | Frequency (%) |
| 2.47203 | 1 | |
| 2.46712 | 1 | |
| 2.46113 | 1 | |
| 2.45965 | 1 | |
| 2.45699 | 1 | |
| 2.45647 | 1 | |
| 2.45499 | 1 | |
| 2.45041 | 1 | |
| 2.44988 | 1 | |
| 2.44974 | 1 |
room_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.3 KiB |
| Entirehome/apt | |
|---|---|
| Privateroom | |
| Hotelroom | 709 |
| Sharedroom | 215 |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 13.48650089 |
| Min length | 9 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Entirehome/apt |
|---|---|
| 2nd row | Entirehome/apt |
| 3rd row | Entirehome/apt |
| 4th row | Entirehome/apt |
| 5th row | Entirehome/apt |
Common Values
| Value | Count | Frequency (%) |
| Entirehome/apt | 31643 | |
| Privateroom | 4954 | 13.2% |
| Hotelroom | 709 | 1.9% |
| Sharedroom | 215 | 0.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| entirehome/apt | 31643 | |
| privateroom | 4954 | 13.2% |
| hotelroom | 709 | 1.9% |
| sharedroom | 215 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 480 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110.3246982 |
| Minimum | 8 |
|---|---|
| Maximum | 499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 60 |
| median | 90 |
| Q3 | 133 |
| 95-th percentile | 264 |
| Maximum | 499 |
| Range | 491 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 73.93341657 |
|---|---|
| Coefficient of variation (CV) | 0.6701438372 |
| Kurtosis | 4.834019033 |
| Mean | 110.3246982 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 1.98845833 |
| Sum | 4139493 |
| Variance | 5466.150085 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 1494 | 4.0% |
| 80 | 1466 | 3.9% |
| 70 | 1418 | 3.8% |
| 50 | 1342 | 3.6% |
| 100 | 1302 | 3.5% |
| 90 | 1279 | 3.4% |
| 65 | 1039 | 2.8% |
| 120 | 945 | 2.5% |
| 75 | 925 | 2.5% |
| 55 | 809 | 2.2% |
| Other values (470) | 25502 |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 9 | |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 7 | |
| 16 | 4 | < 0.1% |
| 17 | 6 | < 0.1% |
| 18 | 15 |
| Value | Count | Frequency (%) |
| 499 | 2 | < 0.1% |
| 498 | 4 | < 0.1% |
| 497 | 3 | < 0.1% |
| 495 | 2 | < 0.1% |
| 494 | 2 | < 0.1% |
| 493 | 2 | < 0.1% |
| 491 | 1 | < 0.1% |
| 490 | 15 | |
| 489 | 3 | < 0.1% |
| 488 | 3 | < 0.1% |
minimum_nights
Real number (ℝ≥0)
| Distinct | 76 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.76954239 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 30 |
| 95-th percentile | 365 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 161.4826989 |
|---|---|
| Coefficient of variation (CV) | 1.779040575 |
| Kurtosis | 377.0202976 |
| Mean | 90.76954239 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.223455733 |
| Sum | 3405764 |
| Variance | 26076.66205 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 365 | 8801 | |
| 2 | 7458 | |
| 1 | 6725 | |
| 3 | 5260 | |
| 4 | 2633 | 7.0% |
| 5 | 2070 | 5.5% |
| 30 | 1648 | 4.4% |
| 7 | 900 | 2.4% |
| 6 | 654 | 1.7% |
| 10 | 222 | 0.6% |
| Other values (66) | 1150 | 3.1% |
| Value | Count | Frequency (%) |
| 1 | 6725 | |
| 2 | 7458 | |
| 3 | 5260 | |
| 4 | 2633 | 7.0% |
| 5 | 2070 | 5.5% |
| 6 | 654 | 1.7% |
| 7 | 900 | 2.4% |
| 8 | 99 | 0.3% |
| 9 | 44 | 0.1% |
| 10 | 222 | 0.6% |
| Value | Count | Frequency (%) |
| 9999 | 1 | < 0.1% |
| 1124 | 1 | < 0.1% |
| 1000 | 4 | < 0.1% |
| 999 | 1 | < 0.1% |
| 523 | 1 | < 0.1% |
| 500 | 2 | < 0.1% |
| 400 | 2 | < 0.1% |
| 365 | 8801 | |
| 360 | 2 | < 0.1% |
| 325 | 1 | < 0.1% |
| Distinct | 439 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.15932411 |
| Minimum | 1 |
|---|---|
| Maximum | 1809 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 11 |
| Q3 | 30 |
| 95-th percentile | 115 |
| Maximum | 1809 |
| Range | 1808 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 51.28116702 |
|---|---|
| Coefficient of variation (CV) | 1.821107879 |
| Kurtosis | 74.80869972 |
| Mean | 28.15932411 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 5.716000292 |
| Sum | 1056566 |
| Variance | 2629.758091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 3969 | 10.6% |
| 2 | 2964 | 7.9% |
| 3 | 2370 | 6.3% |
| 4 | 1954 | 5.2% |
| 5 | 1740 | 4.6% |
| 6 | 1395 | 3.7% |
| 7 | 1310 | 3.5% |
| 8 | 1157 | 3.1% |
| 9 | 1023 | 2.7% |
| 10 | 862 | 2.3% |
| Other values (429) | 18777 |
| Value | Count | Frequency (%) |
| 1 | 3969 | |
| 2 | 2964 | |
| 3 | 2370 | |
| 4 | 1954 | |
| 5 | 1740 | |
| 6 | 1395 | 3.7% |
| 7 | 1310 | 3.5% |
| 8 | 1157 | 3.1% |
| 9 | 1023 | 2.7% |
| 10 | 862 | 2.3% |
| Value | Count | Frequency (%) |
| 1809 | 1 | |
| 1113 | 1 | |
| 897 | 1 | |
| 835 | 1 | |
| 817 | 1 | |
| 812 | 1 | |
| 769 | 1 | |
| 692 | 1 | |
| 690 | 1 | |
| 673 | 1 |
| Distinct | 761 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8135380187 |
| Minimum | 0.01 |
|---|---|
| Maximum | 50.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.13 |
| median | 0.38 |
| Q3 | 1 |
| 95-th percentile | 3.02 |
| Maximum | 50.86 |
| Range | 50.85 |
| Interquartile range (IQR) | 0.87 |
Descriptive statistics
| Standard deviation | 1.204075876 |
|---|---|
| Coefficient of variation (CV) | 1.480048687 |
| Kurtosis | 115.2374979 |
| Mean | 0.8135380187 |
| Median Absolute Deviation (MAD) | 0.31 |
| Skewness | 5.901227014 |
| Sum | 30524.76 |
| Variance | 1.449798716 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.04 | 1117 | 3.0% |
| 0.03 | 1005 | 2.7% |
| 0.07 | 874 | 2.3% |
| 0.06 | 808 | 2.2% |
| 0.05 | 788 | 2.1% |
| 0.02 | 784 | 2.1% |
| 0.08 | 709 | 1.9% |
| 0.09 | 682 | 1.8% |
| 0.12 | 614 | 1.6% |
| 0.1 | 608 | 1.6% |
| Other values (751) | 29532 |
| Value | Count | Frequency (%) |
| 0.01 | 594 | |
| 0.02 | 784 | |
| 0.03 | 1005 | |
| 0.04 | 1117 | |
| 0.05 | 788 | |
| 0.06 | 808 | |
| 0.07 | 874 | |
| 0.08 | 709 | |
| 0.09 | 682 | |
| 0.1 | 608 |
| Value | Count | Frequency (%) |
| 50.86 | 1 | |
| 24.2 | 1 | |
| 22.74 | 1 | |
| 22.11 | 1 | |
| 21.79 | 1 | |
| 21.41 | 1 | |
| 21.32 | 1 | |
| 21.02 | 1 | |
| 19.9 | 1 | |
| 19.39 | 1 |
calculated_host_listings_count
Real number (ℝ≥0)
| Distinct | 64 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.279523467 |
| Minimum | 1 |
|---|---|
| Maximum | 252 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 51 |
| Maximum | 252 |
| Range | 251 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 32.52443085 |
|---|---|
| Coefficient of variation (CV) | 3.504967789 |
| Kurtosis | 30.63719923 |
| Mean | 9.279523467 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.358767207 |
| Sum | 348177 |
| Variance | 1057.838602 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 27585 | |
| 2 | 2911 | 7.8% |
| 3 | 897 | 2.4% |
| 4 | 545 | 1.5% |
| 5 | 466 | 1.2% |
| 6 | 361 | 1.0% |
| 9 | 239 | 0.6% |
| 7 | 235 | 0.6% |
| 8 | 223 | 0.6% |
| 10 | 211 | 0.6% |
| Other values (54) | 3848 | 10.3% |
| Value | Count | Frequency (%) |
| 1 | 27585 | |
| 2 | 2911 | 7.8% |
| 3 | 897 | 2.4% |
| 4 | 545 | 1.5% |
| 5 | 466 | 1.2% |
| 6 | 361 | 1.0% |
| 7 | 235 | 0.6% |
| 8 | 223 | 0.6% |
| 9 | 239 | 0.6% |
| 10 | 211 | 0.6% |
| Value | Count | Frequency (%) |
| 252 | 205 | |
| 220 | 89 | |
| 206 | 48 | 0.1% |
| 196 | 143 | |
| 195 | 157 | |
| 141 | 114 | |
| 135 | 133 | |
| 112 | 13 | < 0.1% |
| 111 | 11 | < 0.1% |
| 99 | 94 |
availability_365
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 366 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.54556115 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 17285 |
| Zeros (%) | 46.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 199 |
| 95-th percentile | 355 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 199 |
Descriptive statistics
| Standard deviation | 132.3158366 |
|---|---|
| Coefficient of variation (CV) | 1.329198761 |
| Kurtosis | -0.7565139049 |
| Mean | 99.54556115 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.9410688342 |
| Sum | 3735049 |
| Variance | 17507.48061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17285 | |
| 1 | 422 | 1.1% |
| 365 | 389 | 1.0% |
| 364 | 331 | 0.9% |
| 2 | 291 | 0.8% |
| 3 | 252 | 0.7% |
| 4 | 235 | 0.6% |
| 8 | 221 | 0.6% |
| 363 | 208 | 0.6% |
| 342 | 202 | 0.5% |
| Other values (356) | 17685 |
| Value | Count | Frequency (%) |
| 0 | 17285 | |
| 1 | 422 | 1.1% |
| 2 | 291 | 0.8% |
| 3 | 252 | 0.7% |
| 4 | 235 | 0.6% |
| 5 | 193 | 0.5% |
| 6 | 165 | 0.4% |
| 7 | 162 | 0.4% |
| 8 | 221 | 0.6% |
| 9 | 120 | 0.3% |
| Value | Count | Frequency (%) |
| 365 | 389 | |
| 364 | 331 | |
| 363 | 208 | |
| 362 | 178 | |
| 361 | 92 | 0.2% |
| 360 | 99 | 0.3% |
| 359 | 107 | 0.3% |
| 358 | 130 | 0.3% |
| 357 | 108 | 0.3% |
| 356 | 132 | 0.4% |
number_of_reviews_ltm
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 141 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.744036673 |
| Minimum | 0 |
|---|---|
| Maximum | 1705 |
| Zeros | 19197 |
| Zeros (%) | 51.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 1705 |
| Range | 1705 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 14.76882425 |
|---|---|
| Coefficient of variation (CV) | 3.113134503 |
| Kurtosis | 4835.009047 |
| Mean | 4.744036673 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 47.0573508 |
| Sum | 178001 |
| Variance | 218.1181697 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19197 | |
| 1 | 3305 | 8.8% |
| 2 | 2194 | 5.8% |
| 3 | 1677 | 4.5% |
| 4 | 1367 | 3.6% |
| 5 | 1148 | 3.1% |
| 6 | 930 | 2.5% |
| 7 | 817 | 2.2% |
| 8 | 691 | 1.8% |
| 9 | 587 | 1.6% |
| Other values (131) | 5608 | 14.9% |
| Value | Count | Frequency (%) |
| 0 | 19197 | |
| 1 | 3305 | 8.8% |
| 2 | 2194 | 5.8% |
| 3 | 1677 | 4.5% |
| 4 | 1367 | 3.6% |
| 5 | 1148 | 3.1% |
| 6 | 930 | 2.5% |
| 7 | 817 | 2.2% |
| 8 | 691 | 1.8% |
| 9 | 587 | 1.6% |
| Value | Count | Frequency (%) |
| 1705 | 1 | |
| 627 | 1 | |
| 410 | 1 | |
| 395 | 1 | |
| 363 | 1 | |
| 321 | 1 | |
| 305 | 1 | |
| 280 | 1 | |
| 255 | 1 | |
| 246 | 1 |
host_is_superhost
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.8 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 31138 | |
| True | 6383 | 17.0% |
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0152981 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.532512073 |
|---|---|
| Coefficient of variation (CV) | 0.5082456269 |
| Kurtosis | 4.888414148 |
| Mean | 3.0152981 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.652557513 |
| Sum | 113137 |
| Variance | 2.348593254 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 2 | 18615 | |
| 4 | 9059 | |
| 3 | 3483 | 9.3% |
| 6 | 2129 | 5.7% |
| 1 | 1932 | 5.1% |
| 5 | 1401 | 3.7% |
| 8 | 447 | 1.2% |
| 7 | 254 | 0.7% |
| 10 | 98 | 0.3% |
| 9 | 42 | 0.1% |
| Other values (6) | 61 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1932 | 5.1% |
| 2 | 18615 | |
| 3 | 3483 | 9.3% |
| 4 | 9059 | |
| 5 | 1401 | 3.7% |
| 6 | 2129 | 5.7% |
| 7 | 254 | 0.7% |
| 8 | 447 | 1.2% |
| 9 | 42 | 0.1% |
| 10 | 98 | 0.3% |
| Value | Count | Frequency (%) |
| 16 | 12 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 8 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 28 | 0.1% |
| 11 | 8 | < 0.1% |
| 10 | 98 | 0.3% |
| 9 | 42 | 0.1% |
| 8 | 447 | |
| 7 | 254 |
bedrooms
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.087044588 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 7108 |
| Zeros (%) | 18.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.041793399 |
|---|---|
| Coefficient of variation (CV) | 0.9583722782 |
| Kurtosis | 928.9569082 |
| Mean | 1.087044588 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.52309613 |
| Sum | 40787 |
| Variance | 1.085333485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 1 | 22891 | |
| 0 | 7108 | 18.9% |
| 2 | 5499 | 14.7% |
| 3 | 1610 | 4.3% |
| 4 | 351 | 0.9% |
| 5 | 46 | 0.1% |
| 50 | 7 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| 33 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7108 | 18.9% |
| 1 | 22891 | |
| 2 | 5499 | 14.7% |
| 3 | 1610 | 4.3% |
| 4 | 351 | 0.9% |
| 5 | 46 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 3 | < 0.1% |
| 33 | 1 | < 0.1% |
| 50 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 7 | < 0.1% |
| 33 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 46 | 0.1% |
| 4 | 351 | 0.9% |
| 3 | 1610 | 4.3% |
| 2 | 5499 | 14.7% |
| 1 | 22891 | |
| 0 | 7108 | 18.9% |
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.682764319 |
| Minimum | 1 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 90 |
| Range | 89 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.37143552 |
|---|---|
| Coefficient of variation (CV) | 0.8149896602 |
| Kurtosis | 1663.565841 |
| Mean | 1.682764319 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.73226247 |
| Sum | 63139 |
| Variance | 1.880835386 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 1 | 21240 | |
| 2 | 10761 | |
| 3 | 3403 | 9.1% |
| 4 | 1323 | 3.5% |
| 5 | 484 | 1.3% |
| 6 | 195 | 0.5% |
| 7 | 58 | 0.2% |
| 8 | 30 | 0.1% |
| 9 | 15 | < 0.1% |
| 18 | 2 | < 0.1% |
| Other values (8) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21240 | |
| 2 | 10761 | |
| 3 | 3403 | 9.1% |
| 4 | 1323 | 3.5% |
| 5 | 484 | 1.3% |
| 6 | 195 | 0.5% |
| 7 | 58 | 0.2% |
| 8 | 30 | 0.1% |
| 9 | 15 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 90 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 15 |
availability_60
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.34004957 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 19762 |
| Zeros (%) | 52.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 26 |
| 95-th percentile | 57 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 19.38648436 |
|---|---|
| Coefficient of variation (CV) | 1.453254297 |
| Kurtosis | -0.0240859937 |
| Mean | 13.34004957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.202893339 |
| Sum | 500532 |
| Variance | 375.8357758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19762 | |
| 1 | 877 | 2.3% |
| 59 | 693 | 1.8% |
| 60 | 646 | 1.7% |
| 6 | 596 | 1.6% |
| 2 | 563 | 1.5% |
| 3 | 510 | 1.4% |
| 4 | 480 | 1.3% |
| 37 | 457 | 1.2% |
| 7 | 439 | 1.2% |
| Other values (51) | 12498 |
| Value | Count | Frequency (%) |
| 0 | 19762 | |
| 1 | 877 | 2.3% |
| 2 | 563 | 1.5% |
| 3 | 510 | 1.4% |
| 4 | 480 | 1.3% |
| 5 | 437 | 1.2% |
| 6 | 596 | 1.6% |
| 7 | 439 | 1.2% |
| 8 | 342 | 0.9% |
| 9 | 299 | 0.8% |
| Value | Count | Frequency (%) |
| 60 | 646 | |
| 59 | 693 | |
| 58 | 434 | |
| 57 | 335 | |
| 56 | 146 | 0.4% |
| 55 | 173 | 0.5% |
| 54 | 160 | 0.4% |
| 53 | 276 | 0.7% |
| 52 | 195 | 0.5% |
| 51 | 211 | 0.6% |
number_of_reviews_l30d
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5976919592 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 28166 |
| Zeros (%) | 75.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.568395892 |
|---|---|
| Coefficient of variation (CV) | 2.624087322 |
| Kurtosis | 267.9796004 |
| Mean | 0.5976919592 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.05920398 |
| Sum | 22426 |
| Variance | 2.459865675 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 28166 | |
| 1 | 3969 | 10.6% |
| 2 | 2291 | 6.1% |
| 3 | 1349 | 3.6% |
| 4 | 742 | 2.0% |
| 5 | 469 | 1.2% |
| 6 | 218 | 0.6% |
| 7 | 123 | 0.3% |
| 8 | 70 | 0.2% |
| 9 | 40 | 0.1% |
| Other values (18) | 84 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 28166 | |
| 1 | 3969 | 10.6% |
| 2 | 2291 | 6.1% |
| 3 | 1349 | 3.6% |
| 4 | 742 | 2.0% |
| 5 | 469 | 1.2% |
| 6 | 218 | 0.6% |
| 7 | 123 | 0.3% |
| 8 | 70 | 0.2% |
| 9 | 40 | 0.1% |
| Value | Count | Frequency (%) |
| 62 | 3 | |
| 47 | 2 | |
| 41 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 25 | 2 | |
| 24 | 3 | |
| 23 | 3 | |
| 22 | 3 | |
| 20 | 1 | < 0.1% |
| 19 | 2 |
availability_90
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 91 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.85818608 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 18977 |
| Zeros (%) | 50.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 48 |
| 95-th percentile | 87 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 31.23421666 |
|---|---|
| Coefficient of variation (CV) | 1.366434613 |
| Kurtosis | -0.6287322351 |
| Mean | 22.85818608 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9869894776 |
| Sum | 857662 |
| Variance | 975.5762902 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18977 | |
| 1 | 681 | 1.8% |
| 89 | 673 | 1.8% |
| 90 | 632 | 1.7% |
| 2 | 465 | 1.2% |
| 88 | 429 | 1.1% |
| 67 | 405 | 1.1% |
| 8 | 405 | 1.1% |
| 3 | 380 | 1.0% |
| 4 | 368 | 1.0% |
| Other values (81) | 14106 |
| Value | Count | Frequency (%) |
| 0 | 18977 | |
| 1 | 681 | 1.8% |
| 2 | 465 | 1.2% |
| 3 | 380 | 1.0% |
| 4 | 368 | 1.0% |
| 5 | 297 | 0.8% |
| 6 | 263 | 0.7% |
| 7 | 289 | 0.8% |
| 8 | 405 | 1.1% |
| 9 | 252 | 0.7% |
| Value | Count | Frequency (%) |
| 90 | 632 | |
| 89 | 673 | |
| 88 | 429 | |
| 87 | 335 | |
| 86 | 141 | 0.4% |
| 85 | 174 | 0.5% |
| 84 | 144 | 0.4% |
| 83 | 264 | 0.7% |
| 82 | 182 | 0.5% |
| 81 | 196 | 0.5% |
review_scores_accuracy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 155 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.761403481 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.7 |
| median | 4.88 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.4199179117 |
|---|---|
| Coefficient of variation (CV) | 0.08819204535 |
| Kurtosis | 34.65292205 |
| Mean | 4.761403481 |
| Median Absolute Deviation (MAD) | 0.12 |
| Skewness | -4.882840564 |
| Sum | 178652.62 |
| Variance | 0.1763310526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 12648 | |
| 4.5 | 1125 | 3.0% |
| 4.67 | 1073 | 2.9% |
| 4 | 1051 | 2.8% |
| 4.75 | 976 | 2.6% |
| 4.88 | 934 | 2.5% |
| 4.83 | 853 | 2.3% |
| 4.8 | 849 | 2.3% |
| 4.92 | 791 | 2.1% |
| 4.86 | 787 | 2.1% |
| Other values (145) | 16434 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 127 | |
| 1.33 | 1 | < 0.1% |
| 1.5 | 5 | < 0.1% |
| 1.67 | 1 | < 0.1% |
| 2 | 84 | |
| 2.2 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 12648 | |
| 4.99 | 72 | 0.2% |
| 4.98 | 211 | 0.6% |
| 4.97 | 358 | 1.0% |
| 4.96 | 478 | 1.3% |
| 4.95 | 621 | 1.7% |
| 4.94 | 646 | 1.7% |
| 4.93 | 704 | 1.9% |
| 4.92 | 791 | 2.1% |
| 4.91 | 655 | 1.7% |
| Distinct | 210 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.595848991 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.67 |
| Q1 | 4.46 |
| median | 4.75 |
| Q3 | 4.96 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.5298715744 |
|---|---|
| Coefficient of variation (CV) | 0.1152935128 |
| Kurtosis | 14.54296392 |
| Mean | 4.595848991 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -3.07854283 |
| Sum | 172440.85 |
| Variance | 0.2807638854 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 8902 | |
| 4 | 1841 | 4.9% |
| 4.5 | 1577 | 4.2% |
| 4.67 | 1252 | 3.3% |
| 4.75 | 992 | 2.6% |
| 4.8 | 757 | 2.0% |
| 4.33 | 650 | 1.7% |
| 4.86 | 645 | 1.7% |
| 4.83 | 642 | 1.7% |
| 4.88 | 621 | 1.7% |
| Other values (200) | 19642 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 175 | |
| 1.5 | 11 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.67 | 4 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 137 | |
| 2.2 | 2 | < 0.1% |
| 2.25 | 4 | < 0.1% |
| 2.29 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 8902 | |
| 4.99 | 52 | 0.1% |
| 4.98 | 147 | 0.4% |
| 4.97 | 204 | 0.5% |
| 4.96 | 276 | 0.7% |
| 4.95 | 370 | 1.0% |
| 4.94 | 370 | 1.0% |
| 4.93 | 404 | 1.1% |
| 4.92 | 527 | 1.4% |
| 4.91 | 423 | 1.1% |
review_scores_checkin
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 164 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.803448735 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 17 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 4.77 |
| median | 4.93 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.3958160087 |
|---|---|
| Coefficient of variation (CV) | 0.08240246342 |
| Kurtosis | 43.41299031 |
| Mean | 4.803448735 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | -5.494390089 |
| Sum | 180230.2 |
| Variance | 0.1566703127 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 14952 | |
| 4.67 | 872 | 2.3% |
| 4.5 | 841 | 2.2% |
| 4.83 | 840 | 2.2% |
| 4.92 | 824 | 2.2% |
| 4.88 | 823 | 2.2% |
| 4.94 | 791 | 2.1% |
| 4.75 | 791 | 2.1% |
| 4.93 | 786 | 2.1% |
| 4 | 786 | 2.1% |
| Other values (154) | 15215 |
| Value | Count | Frequency (%) |
| 0 | 17 | < 0.1% |
| 1 | 122 | |
| 1.5 | 1 | < 0.1% |
| 2 | 56 | |
| 2.2 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.33 | 3 | < 0.1% |
| 2.5 | 13 | < 0.1% |
| 2.6 | 2 | < 0.1% |
| 2.63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 14952 | |
| 4.99 | 126 | 0.3% |
| 4.98 | 355 | 0.9% |
| 4.97 | 528 | 1.4% |
| 4.96 | 657 | 1.8% |
| 4.95 | 722 | 1.9% |
| 4.94 | 791 | 2.1% |
| 4.93 | 786 | 2.1% |
| 4.92 | 824 | 2.2% |
| 4.91 | 744 | 2.0% |
review_scores_communication
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 159 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.814802644 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.2 |
| Q1 | 4.79 |
| median | 4.95 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.21 |
Descriptive statistics
| Standard deviation | 0.3971398935 |
|---|---|
| Coefficient of variation (CV) | 0.08248310945 |
| Kurtosis | 43.46791092 |
| Mean | 4.814802644 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -5.582298749 |
| Sum | 180656.21 |
| Variance | 0.157720095 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 16079 | |
| 4.92 | 869 | 2.3% |
| 4.88 | 822 | 2.2% |
| 4.94 | 794 | 2.1% |
| 4.95 | 786 | 2.1% |
| 4.5 | 785 | 2.1% |
| 4.67 | 767 | 2.0% |
| 4.93 | 759 | 2.0% |
| 4.83 | 753 | 2.0% |
| 4 | 752 | 2.0% |
| Other values (149) | 14355 |
| Value | Count | Frequency (%) |
| 0 | 12 | < 0.1% |
| 1 | 131 | |
| 1.5 | 3 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.67 | 1 | < 0.1% |
| 2 | 62 | |
| 2.25 | 2 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.4 | 3 | < 0.1% |
| 2.5 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 16079 | |
| 4.99 | 182 | 0.5% |
| 4.98 | 474 | 1.3% |
| 4.97 | 622 | 1.7% |
| 4.96 | 671 | 1.8% |
| 4.95 | 786 | 2.1% |
| 4.94 | 794 | 2.1% |
| 4.93 | 759 | 2.0% |
| 4.92 | 869 | 2.3% |
| 4.91 | 658 | 1.8% |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.805459609 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 15 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.24 |
| Q1 | 4.75 |
| median | 4.92 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.3476724963 |
|---|---|
| Coefficient of variation (CV) | 0.07234947842 |
| Kurtosis | 47.05824889 |
| Mean | 4.805459609 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | -5.330315763 |
| Sum | 180305.65 |
| Variance | 0.1208761647 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 14030 | |
| 4.5 | 1093 | 2.9% |
| 4.67 | 1012 | 2.7% |
| 4 | 944 | 2.5% |
| 4.75 | 931 | 2.5% |
| 4.88 | 893 | 2.4% |
| 4.8 | 855 | 2.3% |
| 4.92 | 825 | 2.2% |
| 4.83 | 822 | 2.2% |
| 4.86 | 808 | 2.2% |
| Other values (143) | 15308 |
| Value | Count | Frequency (%) |
| 0 | 15 | < 0.1% |
| 1 | 67 | |
| 1.5 | 2 | < 0.1% |
| 2 | 28 | |
| 2.5 | 5 | < 0.1% |
| 2.67 | 1 | < 0.1% |
| 2.71 | 2 | < 0.1% |
| 2.75 | 2 | < 0.1% |
| 2.83 | 1 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 14030 | |
| 4.99 | 175 | 0.5% |
| 4.98 | 391 | 1.0% |
| 4.97 | 549 | 1.5% |
| 4.96 | 626 | 1.7% |
| 4.95 | 719 | 1.9% |
| 4.94 | 727 | 1.9% |
| 4.93 | 751 | 2.0% |
| 4.92 | 825 | 2.2% |
| 4.91 | 697 | 1.9% |
review_scores_value
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 176 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.619646331 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 293.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.5 |
| median | 4.72 |
| Q3 | 4.9 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.4616484383 |
|---|---|
| Coefficient of variation (CV) | 0.09993155431 |
| Kurtosis | 21.44012332 |
| Mean | 4.619646331 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | -3.646082196 |
| Sum | 173333.75 |
| Variance | 0.2131192806 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 7838 | |
| 4.5 | 1888 | 5.0% |
| 4 | 1753 | 4.7% |
| 4.67 | 1533 | 4.1% |
| 4.75 | 1282 | 3.4% |
| 4.8 | 956 | 2.5% |
| 4.83 | 790 | 2.1% |
| 4.71 | 707 | 1.9% |
| 4.33 | 684 | 1.8% |
| 4.6 | 680 | 1.8% |
| Other values (166) | 19410 |
| Value | Count | Frequency (%) |
| 0 | 13 | < 0.1% |
| 1 | 144 | |
| 1.33 | 1 | < 0.1% |
| 1.5 | 6 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 2 | 96 | |
| 2.25 | 2 | < 0.1% |
| 2.33 | 8 | < 0.1% |
| 2.4 | 3 | < 0.1% |
| 2.5 | 33 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 7838 | |
| 4.99 | 3 | < 0.1% |
| 4.98 | 12 | < 0.1% |
| 4.97 | 37 | 0.1% |
| 4.96 | 75 | 0.2% |
| 4.95 | 126 | 0.3% |
| 4.94 | 163 | 0.4% |
| 4.93 | 211 | 0.6% |
| 4.92 | 325 | 0.9% |
| 4.91 | 272 | 0.7% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| id | name | host_id | host_name | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | reviews_per_month | calculated_host_listings_count | availability_365 | number_of_reviews_ltm | host_is_superhost | accommodates | bedrooms | beds | availability_60 | number_of_reviews_l30d | availability_90 | review_scores_accuracy | review_scores_cleanliness | review_scores_checkin | review_scores_communication | review_scores_location | review_scores_value | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5396 | Explore the heart of old Paris | 7903 | Borzou | Hôtel-de-Ville | 48.852470 | 2.358350 | Entirehome/apt | 102 | 2 | 273 | 1.80 | 1 | 58 | 42 | f | 2 | 0.0 | 1.0 | 28 | 3 | 58 | 4.56 | 4.48 | 4.77 | 4.81 | 4.96 | 4.53 |
| 1 | 7397 | MARAIS - 2ROOMS APT - 2/4 PEOPLE | 2626 | Franck | Hôtel-de-Ville | 48.859090 | 2.353150 | Entirehome/apt | 112 | 10 | 288 | 2.22 | 2 | 209 | 19 | t | 4 | 2.0 | 2.0 | 5 | 2 | 24 | 4.79 | 4.43 | 4.91 | 4.88 | 4.92 | 4.71 |
| 2 | 7964 | Large & sunny flat with balcony ! | 22155 | Anaïs | Opéra | 48.874170 | 2.342450 | Entirehome/apt | 130 | 6 | 6 | 0.04 | 1 | 344 | 0 | f | 2 | 1.0 | 1.0 | 39 | 0 | 69 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 | 5.00 |
| 3 | 9952 | Paris petit coin douillet | 33534 | Elisabeth | Popincourt | 48.863730 | 2.370930 | Entirehome/apt | 81 | 4 | 33 | 0.31 | 1 | 260 | 7 | t | 2 | 1.0 | 1.0 | 3 | 0 | 25 | 4.97 | 4.88 | 5.00 | 4.91 | 4.91 | 4.94 |
| 4 | 10586 | Studio 7 Montmartre | 37107 | Michael | Buttes-Montmartre | 48.887000 | 2.345310 | Entirehome/apt | 80 | 30 | 49 | 0.34 | 4 | 162 | 1 | t | 2 | 0.0 | 2.0 | 29 | 0 | 29 | 4.77 | 4.77 | 4.88 | 4.98 | 4.60 | 4.67 |
| 5 | 10588 | Studio 10 Montmartre | 37107 | Michael | Buttes-Montmartre | 48.887250 | 2.345180 | Entirehome/apt | 75 | 30 | 19 | 0.15 | 4 | 217 | 3 | t | 2 | 0.0 | 1.0 | 10 | 0 | 10 | 4.88 | 4.94 | 5.00 | 4.94 | 4.59 | 4.69 |
| 6 | 10917 | ELYSEES-PONCELET FLAT NEAR CH. ELYS | 39402 | Isabelle | Batignolles-Monceau | 48.879074 | 2.296904 | Entirehome/apt | 143 | 30 | 25 | 0.17 | 1 | 0 | 0 | t | 4 | 1.0 | 2.0 | 0 | 0 | 0 | 4.50 | 4.19 | 4.31 | 3.93 | 4.40 | 4.06 |
| 7 | 11213 | DOWNTOWN PARIS | 41322 | Mathieu | Entrepôt | 48.871090 | 2.373760 | Privateroom | 170 | 1 | 151 | 1.93 | 2 | 252 | 4 | f | 6 | 1.0 | 3.0 | 0 | 0 | 0 | 4.77 | 4.36 | 4.86 | 4.92 | 4.69 | 4.55 |
| 8 | 11265 | Elegant appartment in Montmartre | 41718 | Sylvie | Buttes-Montmartre | 48.884940 | 2.339970 | Entirehome/apt | 100 | 7 | 16 | 0.24 | 1 | 0 | 0 | f | 2 | 1.0 | 1.0 | 0 | 0 | 0 | 4.81 | 4.94 | 4.53 | 4.75 | 4.93 | 4.80 |
| 9 | 11487 | Heart of Paris, brand new aparment. | 42666 | Brigitte | Popincourt | 48.864410 | 2.371390 | Entirehome/apt | 60 | 30 | 4 | 0.03 | 1 | 216 | 2 | t | 2 | 0.0 | 1.0 | 22 | 0 | 22 | 4.25 | 4.75 | 4.75 | 4.75 | 4.75 | 4.25 |
Last rows
| id | name | host_id | host_name | neighbourhood | latitude | longitude | room_type | price | minimum_nights | number_of_reviews | reviews_per_month | calculated_host_listings_count | availability_365 | number_of_reviews_ltm | host_is_superhost | accommodates | bedrooms | beds | availability_60 | number_of_reviews_l30d | availability_90 | review_scores_accuracy | review_scores_cleanliness | review_scores_checkin | review_scores_communication | review_scores_location | review_scores_value | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 37511 | 53590336 | Appartement Cosy proche Montmartre | 66695202 | Annalisa | Buttes-Montmartre | 48.893651 | 2.346627 | Entirehome/apt | 90 | 3 | 1 | 1.0 | 1 | 361 | 1 | f | 2 | 1.0 | 1.0 | 56 | 1 | 86 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37512 | 53590461 | Appartement Cosy en plein coeur de Paris | 433988380 | Loubna | Reuilly | 48.838577 | 2.390153 | Entirehome/apt | 48 | 3 | 1 | 1.0 | 1 | 324 | 1 | f | 2 | 0.0 | 1.0 | 19 | 1 | 49 | 5.0 | 4.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37513 | 53598941 | SUPERB studio with BALCONY in the HEART OF PARIS | 434058263 | Henri | Ménilmontant | 48.868759 | 2.399991 | Entirehome/apt | 62 | 1 | 1 | 1.0 | 1 | 3 | 1 | f | 2 | 0.0 | 1.0 | 3 | 1 | 3 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37514 | 53600206 | Superbe appartement dans le 5ème | 160134472 | Rita | Panthéon | 48.842827 | 2.350496 | Entirehome/apt | 250 | 1 | 1 | 1.0 | 3 | 48 | 1 | f | 4 | 2.0 | 2.0 | 10 | 1 | 10 | 5.0 | 5.0 | 4.0 | 5.0 | 5.0 | 4.0 |
| 37515 | 53616668 | Studio design avec vue sur la Tour Eiffel | 21238185 | Emilie | Vaugirard | 48.843697 | 2.284839 | Entirehome/apt | 100 | 1 | 1 | 1.0 | 1 | 7 | 1 | t | 2 | 1.0 | 1.0 | 7 | 1 | 7 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37516 | 53617391 | wide studio with a balcony and a convertible sofa | 5345079 | Prune | Gobelins | 48.827960 | 2.368460 | Entirehome/apt | 39 | 1 | 1 | 1.0 | 1 | 133 | 1 | f | 2 | 1.0 | 1.0 | 2 | 1 | 2 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37517 | 53638244 | Maison Boissiere | Deluxe apartment Arc de Triomphe | 51567288 | SweetInn | Passy | 48.868114 | 2.289649 | Entirehome/apt | 312 | 2 | 1 | 1.0 | 52 | 258 | 1 | f | 4 | 1.0 | 2.0 | 52 | 1 | 82 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37518 | 53640687 | Female only! Femme seulement. | 46032712 | Cheer | Palais-Bourbon | 48.858025 | 2.328207 | Sharedroom | 60 | 1 | 1 | 1.0 | 1 | 175 | 1 | f | 1 | 1.0 | 1.0 | 55 | 1 | 85 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37519 | 53657965 | Artist Atelier with garden - Tour Eiffel | 430505007 | Valentin | Vaugirard | 48.849330 | 2.288450 | Entirehome/apt | 200 | 1 | 1 | 1.0 | 3 | 353 | 1 | f | 6 | 1.0 | 3.0 | 48 | 1 | 78 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |
| 37520 | 53669791 | Lovely studio walking distance from Champs-Élysées | 434633507 | Christy | Élysée | 48.873707 | 2.308950 | Entirehome/apt | 100 | 2 | 2 | 2.0 | 1 | 20 | 2 | f | 2 | 0.0 | 1.0 | 20 | 2 | 20 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 |